Databricks
real-time ingestion
TwinCommit applies changes to Databricks with exactly-once, commit-ordered semantics from any of 9 log-based sources, including Oracle, MySQL, SQL Server and Db2. Stream committed transactions into Delta Lake tables in Unity Catalog.
Databricks
Databricks on AWS, Azure and GCP · Unity Catalog · Delta Lake 3+
- ✓A SQL warehouse or all-purpose cluster
- ✓A Unity Catalog volume or external location for staging
- ✓A service principal with MODIFY on the target schema
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How TwinCommit writes to Databricks
Micro-batches are staged as Parquet in your cloud storage and applied with Delta MERGE through a SQL warehouse. Deletes, updates and ordering are preserved per key.
Databricks target docs →Databricks connector FAQ
Which Databricks versions does TwinCommit support?
+
Databricks on AWS, Azure and GCP · Unity Catalog · Delta Lake 3+.
How does TwinCommit write to Databricks?
+
Micro-batches are staged as Parquet in your cloud storage and applied with Delta MERGE through a SQL warehouse. Deletes, updates and ordering are preserved per key.
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